Books

R Programming

The aim of this Wikibook is to be the place where anyone can share his or her knowledge and tricks on R. It is supposed to be organized by task but not by discipline. We try to make a cross-disciplinary book, i.e. a book that can be used by all.

Python for You and Me

This is a simple book to learn the Python programming language, it is for the programmers who are new to Python.

A First Encounter with Machine Learning

NoSQL Databases

A Course in Machine Learning

Hadoop Tutorial as a PDF

Intro to Hadoop - An open-source framework for storing and processing big data in a distributed environment across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines.

Real-World Active Learning

Applications and Strategies for Human-in-the-loop Machine Learning.

School of Data Handbook

The School of Data Handbook is a companion text to the School of Data. Its function is something like a traditional textbook – it will provide the detail and background theory to support the School of Data courses and challenges.

Python Practice Book

This book is prepared from the training notes of Anand Chitipothu.

Practical Regression and Anova using R

This book is NOT introductory. The emphasis of this text is on the practice of regression and analysis of variance. The objective is to learn what methods are available and more importantly, when they should be applied.